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Gradient estimation in dendritic reinforcement learning

We study synaptic plasticity in a complex neuronal cell model where NMDA-spikes can arise in certain dendritic zones. In the context of reinforcement learning, two kinds of plasticity rules are derived, zone reinforcement (ZR) and cell reinforcement (CR), which both optimize the expected reward by s...

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Autors principals: Schiess, Mathieu, Urbanczik, Robert, Senn, Walter
Format: Artigo
Idioma:Inglês
Publicat: Springer 2012
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3365869/
https://ncbi.nlm.nih.gov/pubmed/22657827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/2190-8567-2-2
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